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Privacy Preserving

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TitleStatusHype
Theoretical Analysis of Privacy Leakage in Trustworthy Federated Learning: A Perspective from Linear Algebra and Optimization Theory—0
Representation Magnitude has a Liability to Privacy VulnerabilityCode0
Resource-Efficient Federated Multimodal Learning via Layer-wise and Progressive Training—0
Privacy-Preserving Multi-Center Differential Protein Abundance Analysis with FedProt—0
Decentralized Federated Anomaly Detection in Smart Grids: A P2P Gossip Approach—0
A Secure and Efficient Distributed Semantic Communication System for Heterogeneous Internet of Things—0
RT-Pose: A 4D Radar Tensor-based 3D Human Pose Estimation and Localization Benchmark—0
Privacy-preserving gradient-based fair federated learning—0
Privacy-Preserving Adaptive Re-Identification without Image TransferCode0
Feature Inference Attack on Shapley Values—0
Enhancing stop location detection for incomplete urban mobility datasets—0
CCVA-FL: Cross-Client Variations Adaptive Federated Learning for Medical Imaging—0
Intelligent Cross-Organizational Process Mining: A Survey and New Perspectives—0
LFFR: Logistic Function For (single-output) RegressionCode0
Harvesting Private Medical Images in Federated Learning Systems with Crafted Models—0
Overcoming Catastrophic Forgetting in Federated Class-Incremental Learning via Federated Global Twin Generator—0
FedVAE: Trajectory privacy preserving based on Federated Variational AutoEncoder—0
Privacy-Preserving Data Deduplication for Enhancing Federated Learning of Language Models (Extended Version)Code0
FUNAvg: Federated Uncertainty Weighted Averaging for Datasets with Diverse LabelsCode0
Threats and Defenses in Federated Learning Life Cycle: A Comprehensive Survey and Challenges—0
Synthetic Data: Revisiting the Privacy-Utility Trade-off—0
Mobile Edge Intelligence for Large Language Models: A Contemporary Survey—0
Exposing Privacy Gaps: Membership Inference Attack on Preference Data for LLM Alignment—0
A Benchmark for Multi-speaker Anonymization—0
Federated Knowledge Transfer Fine-tuning Large Server Model with Resource-Constrained IoT Clients—0
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